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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts CVPR 2021
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild CVPR 2021
Track, Check, Repeat: An EM Approach to Unsupervised Tracking CVPR 2021
Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On CVPR 2021
Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021
Neural Descent for Visual 3D Human Pose and Shape CVPR 2021
What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels CVPR 2021
Labeled From Unlabeled: Exploiting Unlabeled Data for Few-Shot Deep HDR Deghosting CVPR 2021
Spatially Consistent Representation Learning CVPR 2021
Instance Localization for Self-Supervised Detection Pretraining CVPR 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth CVPR 2021
Compressed Video Contrastive Learning NIPS 2021
Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos NIPS 2021
Graph Adversarial Self-Supervised Learning NIPS 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NIPS 2021
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations NIPS 2021
Online Learning Of Neural Computations From Sparse Temporal Feedback NIPS 2021
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style NIPS 2021
Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction NIPS 2021
Large-Scale Unsupervised Object Discovery NIPS 2021
Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection NIPS 2021
Decoupling Representation Learning from Reinforcement Learning ICML 2021
IIIT Hyderabad Submission To WAT 2021: Efficient Multilingual NMT systems for Indian languages ACL 2021
BTS: Back TranScription for Speech-to-Text Post-Processor using Text-to-Speech-to-Text ACL 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021